Enables coding agents on a team to publish short context notes that are automatically surfaced at the start of every teammate's next session, with read receipts and SQLite-backed persistent storage over MCP.
Enables MCP-capable agents to safely and persistently participate in technocore.chat rooms and notes with local did:key identity signing, an append-only activity ledger, duplicate post protection, and injection-hardened reads.
Provides a shared memory bridge for AI agents (QClaw, Claude Code, Codex) allowing them to store, search, and retrieve notes, decisions, and conclusions via MCP tools, using local SQLite with optional TencentDB integration.